Abstract
The “Internet of Things” refers to a novel technological innovation that enables pervasive communication of things with “physical or virtual world” via internet. As sensor devices and RFID communication have seen an exponential surge in recent years, humongous amounts of data gets generated, which becomes difficult to handle with limited processing and storage available in these sensor nodes. To overcome this, Cloud and IoT amalgamation also known as CloudIoT provides an efficient solution for bridging communication between heterogeneous devices and handling ever increasing data demands. CloudIoT framework permits seamless application deployment and service rendering using Cloud service based models. In this chapter, we review the available CloudIoT literature and present a holistic vision on the CloudIoT integration components. The chapter also presents seamless applications dispensed by CloudIoT platform and contemplates discussion on factors driving CloudIoT integration. The work in this chapter also highlights security issues affecting IoT layered architecture including vulnerabilities inherent in the Cloud. Also a brief discussion on some potential mitigation measures will be provided. The chapter also elaborates discussion on various CloudIoT platforms that aim at solving heterogeneity issue between the Cloud and Things. Finally, the chapter concludes by identifying some open research issues and challenges hampering Cloud and IoT integration.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Aazam, M., Huh, E.N.: Fog computing and smart gateway based communication for cloud of things. In: International Conference on Future Internet of Things and Cloud (FiCloud), pp. 464–470. IEEE, 2014 Aug
Aazam, M., Huh, E.N., St-Hilaire, M., Lung, C.H., Lambadaris, I.: Cloud of things: integration of IoT with cloud computing. In: Robots and Sensor Clouds, pp. 77–94. Springer, Cham (2016)
Aazam, M., Hung, P.P., Huh, E.N.: Smart gateway based communication for cloud of things. In: 2014 IEEE Ninth International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), pp. 1–6. IEEE, April 2014
Abomhara, M., Køien, G.M.: Security and privacy in the internet of things: current status and open issues. In: 2014 International Conference on Privacy and Security in Mobile Systems (PRISMS), pp. 1–8. IEEE, May 2014
Aguzzi, S., Bradshaw, D., Canning, M., Cansfield, M., Carter, P., Cattaneo, G., Stevens, R.: Definition of a research and innovation policy leveraging cloud computing and IoT combination. Final report, European Commission, SMART, 37 (2013)
Andrea, I., Chrysostomou, C., Hadjichristofi, G.: Internet of things: security vulnerabilities and challenges. In: IEEE Symposium on Computers and Communication (ISCC), pp. 180–187. IEEE, July 2015
Armbrust, M., Fox, A., Griffith, R., Joseph, A.D., Katz, R.H., Konwinski, A., Zaharia, M.: Above the clouds: a berkeley view of cloud computing, vol. 4, pp. 506–522. Technical Report UCB/EECS-2009-28, EECS Department, University of California, Berkeley (2009)
Bonomi, F., Milito, R., Zhu, J., Addepalli, S.: Fog computing and its role in the internet of things. In: Proceedings of the First Edition of the MCC Workshop on Mobile Cloud Computing, pp. 13–16. ACM, Aug 2012
Botta, A., De Donato, W., Persico, V., Pescapé, A.: On the integration of cloud computing and internet of things. In: 2014 International Conference on Future Internet of Things and Cloud (FiCloud), pp. 23–30. IEEE, Aug 2014
Botta, A., De Donato, W., Persico, V., Pescapé, A.: Integration of cloud computing and internet of things: a survey. Future Gener. Comput. Syst. 56, 684–700 (2016)
Buyya, R., Ranjan, R., Calheiros, R.N.: Intercloud: utility-oriented federation of cloud computing environments for scaling of application services. In: International Conference on Algorithms and Architectures for Parallel Processing, pp. 13–31. Springer, Berlin, May 2010
Capkun, S., Buttyán, L., Hubaux, J.P.: Self-organized public-key management for mobile ad hoc networks. IEEE Trans. Mob. Comput. 2(1), 52–64 (2003)
Chen, S., Xu, H., Liu, D., Hu, B., Wang, H.: A vision of IoT: applications, challenges, and opportunities with china perspective. IEEE Internet Things J. 1(4), 349–359 (2014)
Cook, A., Robinson, M., Ferrag, M.A., Maglaras, L.A., He, Y., Jones, K., Janicke, H.: Internet of cloud: security and privacy issues. In: Cloud Computing for Optimization: Foundations, Applications, and Challenges, pp. 271–301. Springer, Cham (2018)
Devipriya, S.: Contribution of internet of things: a survey. J. Web Develop. Web Design. 1(1–3) (2017)
Díaz, M., Martín, C., Rubio, B.: State-of-the-art, challenges, and open issues in the integration of Internet of things and cloud computing. J. Netw. Comput. Appl. 67, 99–117 (2016)
Distefano, S., Merlino, G., Puliafito, A.: Enabling the cloud of things. In: 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), pp. 858–863. IEEE, July 2012
Evans, D.: The internet of things: how the next evolution of the internet is changing everything. CISCO White Paper 1(2011), 1–11 (2011)
Fox, G.C., Kamburugamuve, S., Hartman, R.D.: Architecture and measured characteristics of a cloud based internet of things. In: 2012 International Conference on Collaboration Technologies and Systems (CTS), pp. 6–12. IEEE, May 2012
Grobauer, B., Walloschek, T., Stocker, E.: Understanding cloud computing vulnerabilities. IEEE Secur. Priv. 9(2), 50–57 (2011)
Grozev, N., Buyya, R.: Inter-cloud architectures and application brokering: taxonomy and survey. Software Practice Exper. 44(3), 369–390
Gubbi, J., Buyya, R., Marusic, S., Palaniswami, M.: Internet of things (IoT): a vision, architectural elements, and future directions. Future Gener. Comput. Syst. 29(7), 1645–1660 (2013)
Hassan, M.M., Song, B., Huh, E.N.: A framework of sensor-cloud integration opportunities and challenges. In: Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication, pp. 618–626. ACM, Feb 2009
Jeffery, K.: Keynote: CLOUDs: a large virtualisation of small things. In: The 2nd International Conference on Future Internet of Things and Cloud (FiCloud-2014) (2014)
Jing, Q., Vasilakos, A.V., Wan, J., Lu, J., Qiu, D.: Security of the internet of things: perspectives and challenges. Wirel. Netw. 20(8), 2481–2501 (2014)
Khodkari, H., Maghrebi, S.G., Branch, R.: Necessity of the integration Internet of Things and cloud services with quality of service assurance approach. Bulletin de la Société Royale des Sciences de Liège 85(1), 434–445 (2016)
Khorshed, M.T., Ali, A.S., Wasimi, S.A.: A survey on gaps, threat remediation challenges and some thoughts for proactive attack detection in cloud computing. Future Gener. Comput. Syst. 28(6), 833–851 (2012)
Kovatsch, M., Mayer, S., Ostermaier, B.: Moving application logic from the firmware to the cloud: towards the thin server architecture for the internet of things. In: 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS), pp. 751–756. IEEE, July 2012
Lee, J.Y., Lin, W.C., Huang, Y.H.: A lightweight authentication protocol for internet of things. In: 2014 International Symposium on Next-Generation Electronics (ISNE), pp. 1–2. IEEE, May 2014
Lee, K., Murray, D., Hughes, D., Joosen, W.: Extending sensor networks into the cloud using amazon web services. In: 2010 IEEE International Conference on Networked Embedded Systems for Enterprise Applications (NESEA), pp. 1–7. IEEE, Nov 2010
Lin, J., Yu, W., Zhang, N., Yang, X., Zhang, H., Zhao, W.: A survey on internet of things: architecture, enabling technologies, security and privacy, and applications. IEEE Internet Things J. 4(5), 1125–1142 (2017)
Liu, W., Zhao, X., Xiao, J., Wu, Y.: Automatic vehicle classification instrument based on multiple sensor information fusion. In: Third International Conference on Information Technology and Applications (ICITA 2005), vol. 1, pp. 379–382. IEEE, July 2005
Machine-to-Machine connections to hit 12 billion in 2020, generating EUR714 billion revenue. https://machinaresearch.com/static/media/uploads/machina_research_press_release_m2m_global_forecast_analysis_2010_20.pdf
Mahalle, P.N., Anggorojati, B., Prasad, N.R., Prasad, R.: Identity authentication and capability based access control (iacac) for the internet of things. J. Cyber Secur. Mobility 1(4), 309–348 (2013)
Meingast, M., King, J., Mulligan, D.K.: Embedded RFID and everyday things: a case study of the security and privacy risks of the US e-passport. In: IEEE International Conference on RFID 2007, pp. 7–14. IEEE, Mar 2007
Mell, P., Grance, T.: The NIST definition of cloud computing (2011)
Mo, Y., Sinopoli, B.: Secure control against replay attacks. In: 47th Annual Allerton Conference on Communication, Control, and Computing. Allerton 2009, pp. 911–918. IEEE, Sept 2009
Nordrum, A.: Popular internet of things forecast of 50 billion devices by 2020 is outdated. IEEE Spectrum 18 (2016)
Parwekar, P.: From internet of things towards cloud of things. In: 2011 2nd International Conference on Computer and Communication Technology (ICCCT), pp. 329–333. IEEE, Sept 2011
Rao, B.P., Saluia, P., Sharma, N., Mittal, A., Sharma, S.V.: Cloud computing for Internet of things & sensing based applications. In: 2012 Sixth International Conference on Sensing Technology (ICST), pp. 374–380. IEEE, Dec 2012
Roman, R., Najera, P., Lopez, J.: Securing the internet of things. Computer 44(9), 51–58 (2011)
Roman, R., Zhou, J., Lopez, J.: On the features and challenges of security and privacy in distributed internet of things. Comput. Netw. 57(10), 2266–2279 (2013)
Sicari, S., Rizzardi, A., Grieco, L.A., Coen-Porisini, A.: Security, privacy and trust in internet of things: the road ahead. Comput. Netw. 76, 146–164 (2015)
Soldatos, J., Kefalakis, N., Hauswirth, M., Serrano, M., Calbimonte, J. P., Riahi, M., Aberer, K., Jayaraman, P.P., Zaslavsky, A., Žarko, I.P., Herzog, R.: Openiot: Open source internet-of-things in the cloud. In: Interoperability and Open-Source Solutions for the Internet of Things, pp. 13–25. Springer, Cham (2015)
Soliman, M., Abiodun, T., Hamouda, T., Zhou, J., Lung, C.H.: Smart home: integrating internet of things with web services and cloud computing. In: 2013 IEEE 5th International Conference on Cloud Computing Technology and Science (CloudCom), vol. 2, pp. 317–320. IEEE, Dec 2013
Suciu, G., Vulpe, A., Halunga, S., Fratu, O., Todoran, G., Suciu, V.: Smart cities built on resilient cloud computing and secure internet of things. In: 2013 19th International Conference on Control Systems and Computer Science (CSCS), pp. 513–518. IEEE, May 2013
Suo, H., Wan, J., Zou, C., Liu, J.: Security in the internet of things: a review. In: 2012 International Conference on Computer Science and Electronics Engineering (ICCSEE), vol. 3, pp. 648–651. IEEE, Mar 2012
Thepparat, T., Harnprasarnkit, A., Thippayawong, D., Boonjing, V., Chanvarasuth, P.: A virtualization approach to auto-scaling problem. In: 2011 Eighth International Conference on Information Technology: New Generations (ITNG), pp. 169–173. IEEE, April 2011
Velte, A.T., Velte, T.J., Elsenpeter, R.C., Elsenpeter, R.C.: Cloud Computing: A Practical Approach, p. 44. McGraw-Hill, New York (2010)
Villegas, D., Bobroff, N., Rodero, I., Delgado, J., Liu, Y., Devarakonda, A., Fong, L., Masoud Sadjadi, S., Parashar, M.: Cloud federation in a layered service model. J. Comput. Syst. Sci. 78(5), 1330–1344 (2012)
Weber, R.H.: Internet of things-new security and privacy challenges. Comput. Law Secur. Rev. 26(1), 23–30 (2010)
Wen, Q., Dong, X., Zhang, R.: Application of dynamic variable cipher security certificate in internet of things. In: 2012 IEEE 2nd International Conference on Cloud Computing and Intelligent Systems (CCIS), vol. 3, pp. 1062–1066. IEEE, Oct 2012
Wu, M., Lu, T.J., Ling, F.Y., Sun, J., Du, H.Y.: Research on the architecture of Internet of things. In: 2010 3rd International Conference on Advanced Computer Theory and Engineering (ICACTE), vol. 5, p. V5-484. IEEE, Aug 2010
Yuriyama, M., Kushida, T.: Sensor-cloud infrastructure-physical sensor management with virtualized sensors on cloud computing. In: 2010 13th International Conference on Network-Based Information Systems (NBiS), pp. 1–8. IEEE, Sept 2010
Zaslavsky, A., Perera, C., Georgakopoulos, D.: Sensing as a service and big data (2013). arXiv preprint arXiv:1301.0159
Zhao, G., Si, X., Wang, J., Long, X., Hu, T.: A novel mutual authentication scheme for internet of things. In: Proceedings of 2011 International Conference on Modelling, Identification and Control (ICMIC), pp. 563–566. IEEE, June 2011
Zhao, K., Ge, L.: A survey on the internet of things security. In: 2013 9th International Conference onComputational Intelligence and Security (CIS), pp. 663–667. IEEE, Dec 2013
Zhou, J., Leppanen, T., Harjula, E., Ylianttila, M., Ojala, T., Yu, C., Yang, L.T.: Cloudthings: A common architecture for integrating the internet of things with cloud computing. In: IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), pp. 651–657. IEEE, June 2013
Zhu, W., Luo, C., Wang, J., Li, S.: Multimedia cloud computing. IEEE Signal Process. Mag. 28(3), 59–69 (2011)
Zikopoulos, P., Eaton, C.: Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data. McGraw-Hill Osborne Media, New York
Zorzi, M., Gluhak, A., Lange, S., Bassi, A.: From today’s intranet of things to a future internet of things: a wireless-and mobility-related view. IEEE Wirel. Commun. 17(6) (2010)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this chapter
Cite this chapter
Shah, J.L., Bhat, H.F. (2020). Towards Integration of Cloud Computing with Internet of Things. In: Peng, SL., Pal, S., Huang, L. (eds) Principles of Internet of Things (IoT) Ecosystem: Insight Paradigm. Intelligent Systems Reference Library, vol 174. Springer, Cham. https://doi.org/10.1007/978-3-030-33596-0_9
Download citation
DOI: https://doi.org/10.1007/978-3-030-33596-0_9
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-33595-3
Online ISBN: 978-3-030-33596-0
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)